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Molecular graph convolutions: moving beyond fingerprints

Molecular “fingerprints” encoding structural information are the workhorse of cheminformatics and machine learning in drug discovery applications. However, fingerprint representations necessarily emphasize particular aspects of the molecular structure while ignoring others, rather than allowing the...

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Detalles Bibliográficos
Publicado en:J Comput Aided Mol Des
Main Authors: Kearnes, Steven, McCloskey, Kevin, Berndl, Marc, Pande, Vijay, Riley, Patrick
Formato: Artigo
Idioma:Inglês
Publicado: 2016
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5028207/
https://ncbi.nlm.nih.gov/pubmed/27558503
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10822-016-9938-8
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